NetEase Yanxuan Technology Product Team
May 5, 2022 · Artificial Intelligence
Time Series Forecasting Algorithm System in E-commerce: Practice and Applications at NetEase Yanxuan
NetEase Yanxuan built an end‑to‑end time‑series forecasting system for e‑commerce that integrates rich user, product, business and external features with a suite of statistical, machine‑learning and deep‑learning models, delivers predictions via a Tornado‑based service for thousands of SKUs, warehouses, advertising and app traffic, and shows that simpler models like XGBoost often outperform complex deep nets while interpretability and external shocks remain key challenges.
Data ScienceSales PredictionXGBoost
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